Building an AI Solution to Prevent Online Sexual Abuse of Children

Together with the Zero Abuse Project, an award-winning non-profit committed to the elimination of child sexual abuse, Omdena’s AI community built Natural Language Processing models to prevent online sexual abuse of children. 

The problem

Sexual abuse in the workplace is unwelcome sexual behavior, which could be expected to make a person feel offended, “When sex-abuse cases dominate headlines, a familiar pattern often emerges. If it took place at a large organization — be it a church, a large state university, or a group such as USA Gymnastics — misconduct is often covered up in hopes of saving the institution’s reputation, and the money that accompanies it.” — Tamara Lush

All results can be found in the articles below:

• Overcoming an Imbalanced Dataset using Oversampling. Case study: Sexual Abuse
• Classifying Sexual Abuse in Chats through the Bag of Words NLP Model